Merge branch 'main' into super-v3-pr

Author: liding-nv

.github/workflows/build-docs.yml

@@ -32,7 +32,7 @@ jobs:
   build-docs:
     needs: [pre-flight]
     if: needs.pre-flight.outputs.is_deployment_workflow != 'true'
-    uses: NVIDIA-NeMo/FW-CI-templates/.github/workflows/_build_docs.yml@v0.57.0
+    uses: NVIDIA-NeMo/FW-CI-templates/.github/workflows/_build_docs.yml@v0.80.2
 
   build-docs-summary:
     needs: [pre-flight, build-docs]

.main.commit

@@ -1 +1 @@
-9ed8b0c4ac8e65d80fb35eecb3656c96b30df943
+b4e4d9618e8dec4fe72adb231b56c209130df811

3rdparty/Megatron-LM

@@ -4,10 +4,15 @@
     "url": "https://docs.nvidia.com/nemo/megatron-bridge/nightly/"
   },
   {
-      "name": "0.3.0 (latest)",
-      "version": "0.3.0",
-      "url": "https://docs.nvidia.com/nemo/megatron-bridge/latest/",
-      "preferred": true
+    "name": "0.3.1 (latest)",
+    "version": "0.3.1",
+    "url": "https://docs.nvidia.com/nemo/megatron-bridge/latest/",
+    "preferred": true
+  },
+  {
+    "name": "0.3.0",
+    "version": "0.3.0",
+    "url": "https://docs.nvidia.com/nemo/megatron-bridge/0.3.0/"
   },
   {
     "version": "0.2.0",